credal_ensembling¶
- probly.method.credal_ensembling(base: Predictor[In, Out], num_members: int, reset_params: bool = True) CredalEnsemblingPredictor[In, Out][source]¶
Create a credal ensembling predictor from a base predictor based on [NZD25].
- Parameters:
base – The base classifier to replicate into an ensemble.
num_members – Number of ensemble members; each produces one vertex of the output credal set.
reset_params – Whether to reset the parameters of each member. Default is True.
- Returns:
The credal ensembling predictor outputting a convex credal set.
